Profiling TCC TRS

Dataset statistics

Number of variables	28
Number of observations	146937
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	281
Duplicate rows (%)	0.2%
Total size in memory	31.9 MiB
Average record size in memory	228.0 B

Variable types

Numeric	17
Categorical	11

Warnings

`MODALIDADE DESPACHO` has constant value "NORMAL"	Constant
`TIPO DECLARACAO IMPORTACAO` has constant value "CONSUMO"	Constant
`TRANSITO` has constant value "0"	Constant
Dataset has 281 (0.2%) duplicate rows	Duplicates
`RECINTO` has a high cardinality: 123 distinct values	High cardinality
`HORAS_EXIG` is highly correlated with `QTDE HORAS DESPACHO`	High correlation
`QTDE HORAS DESPACHO` is highly correlated with `HORAS_EXIG`	High correlation
`QTDE HORAS DISTRIBUICAO` is highly correlated with `QTDE HORAS RECEPCAO`	High correlation
`QTDE HORAS RECEPCAO` is highly correlated with `QTDE HORAS DISTRIBUICAO`	High correlation
`HORAS_EXIG` is highly correlated with `QTDE HORAS DISTRIBUICAO` and 1 other fields	High correlation
`QTDE HORAS DISTRIBUICAO` is highly correlated with `HORAS_EXIG` and 1 other fields	High correlation
`QTDE HORAS RECEPCAO` is highly correlated with `HORAS_EXIG` and 1 other fields	High correlation
`HORAS_EXIG` is highly correlated with `QTDE HORAS DISTRIBUICAO` and 1 other fields	High correlation
`QTDE HORAS DISTRIBUICAO` is highly correlated with `HORAS_EXIG` and 1 other fields	High correlation
`QTDE HORAS RECEPCAO` is highly correlated with `HORAS_EXIG` and 1 other fields	High correlation
`QTDE LI DEF POS REGISTRO` is highly correlated with `QTDE LI DECEX`	High correlation
`QTDE HORAS DISTRIBUICAO` is highly correlated with `QTDE HORAS DESPACHO` and 1 other fields	High correlation
`QTDE LI MCT` is highly correlated with `QTDE LI DFPC`	High correlation
`HORAS_EXIG` is highly correlated with `QTDE HORAS DESPACHO`	High correlation
`QTDE LI DECEX` is highly correlated with `QTDE LI DEF POS REGISTRO`	High correlation
`QTDE LI ANP` is highly correlated with `QTDE LI CNEN`	High correlation
`QTDE LI DFPC` is highly correlated with `QTDE LI MCT` and 1 other fields	High correlation
`QTDE LI INMETRO` is highly correlated with `QTDE LI DFPC`	High correlation
`QTDE LI CNEN` is highly correlated with `QTDE LI ANP`	High correlation
`QTDE HORAS DESPACHO` is highly correlated with `QTDE HORAS DISTRIBUICAO` and 1 other fields	High correlation
`QTDE HORAS RECEPCAO` is highly correlated with `QTDE HORAS DISTRIBUICAO`	High correlation
`TIPO DECLARACAO IMPORTACAO` is highly correlated with `TRANSITO` and 8 other fields	High correlation
`TRANSITO` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 8 other fields	High correlation
`OEA` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`CANAL` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`DIA SEMANA` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`MODALIDADE DESPACHO` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 8 other fields	High correlation
`TIPO CE` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`QTDE LI CNEN` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`QTDE LI BB` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`UNIDADE` is highly correlated with `TIPO DECLARACAO IMPORTACAO` and 2 other fields	High correlation
`HORAS_EXIG` is highly skewed (γ1 = 41.0805902)	Skewed
`QTDE HORAS DESPACHO` is highly skewed (γ1 = 35.38608492)	Skewed
`QTDE HORAS PRESENCA` is highly skewed (γ1 = 35.44132498)	Skewed
`QTDE HORAS DISTRIBUICAO` is highly skewed (γ1 = 224.2701601)	Skewed
`QTDE HORAS RECEPCAO` is highly skewed (γ1 = 50.11020786)	Skewed
`QTDE LI DECEX` is highly skewed (γ1 = 27.48725362)	Skewed
`QTDE LI INMETRO` is highly skewed (γ1 = 26.20538091)	Skewed
`QTDE LI ANVISA` is highly skewed (γ1 = 29.47481487)	Skewed
`QTDE LI IBAMA` is highly skewed (γ1 = 37.77644084)	Skewed
`QTDE LI MCT` is highly skewed (γ1 = 42.57275678)	Skewed
`QTDE LI ANP` is highly skewed (γ1 = 32.69117292)	Skewed
`QTDE LI DPF` is highly skewed (γ1 = 39.95062258)	Skewed
`QTDE LI CNPQ` is highly skewed (γ1 = 253.1208078)	Skewed
`QTDE LI DFPC` is highly skewed (γ1 = 47.02800142)	Skewed
`QTDE LI DEF POS REGISTRO` is highly skewed (γ1 = 53.25683433)	Skewed
`HORAS_EXIG` has 144302 (98.2%) zeros	Zeros
`QTDE HORAS DESPACHO` has 18008 (12.3%) zeros	Zeros
`QTDE HORAS DISTRIBUICAO` has 143124 (97.4%) zeros	Zeros
`QTDE HORAS RECEPCAO` has 143124 (97.4%) zeros	Zeros
`QTDE LI DECEX` has 114202 (77.7%) zeros	Zeros
`QTDE LI INMETRO` has 138616 (94.3%) zeros	Zeros
`QTDE LI ANVISA` has 140023 (95.3%) zeros	Zeros
`QTDE LI IBAMA` has 144927 (98.6%) zeros	Zeros
`QTDE LI MAPA` has 135675 (92.3%) zeros	Zeros
`QTDE LI MCT` has 146438 (99.7%) zeros	Zeros
`QTDE LI ANP` has 144485 (98.3%) zeros	Zeros
`QTDE LI DPF` has 146350 (99.6%) zeros	Zeros
`QTDE LI CNPQ` has 146922 (> 99.9%) zeros	Zeros
`QTDE LI DFPC` has 146186 (99.5%) zeros	Zeros
`QTDE LI DEF POS REGISTRO` has 134599 (91.6%) zeros	Zeros

Reproduction

Analysis started	2021-08-01 19:19:48.606112
Analysis finished	2021-08-01 19:21:24.825813
Duration	1 minute and 36.22 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

ID DI
Real number (ℝ_≥0)

Distinct	146654
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.996345672 × 10¹⁴

Minimum	2.399386122 × 10¹⁰
Maximum	9.999418577 × 10¹⁴
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	2.399386122 × 10¹⁰
5-th percentile	4.995541812 × 10¹³
Q1	2.494965909 × 10¹⁴
median	5.005943514 × 10¹⁴
Q3	7.490300733 × 10¹⁴
95-th percentile	9.488432927 × 10¹⁴
Maximum	9.999418577 × 10¹⁴
Range	9.999178638 × 10¹⁴
Interquartile range (IQR)	4.995334824 × 10¹⁴

Descriptive statistics

Standard deviation	2.884035634 × 10¹⁴
Coefficient of variation (CV)	0.5772290036
Kurtosis	-1.198242835
Mean	4.996345672 × 10¹⁴
Median Absolute Deviation (MAD)	2.497729609 × 10¹⁴
Skewness	-0.00246071721
Sum	-3.721718983 × 10¹⁷
Variance	8.317661536 × 10²⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.304119216 × 10¹⁴	3	< 0.1%
9.49848172 × 10¹³	3	< 0.1%
3.062486832 × 10¹⁴	2	< 0.1%
4.905930855 × 10¹⁴	2	< 0.1%
5.623123375 × 10¹⁴	2	< 0.1%
4.569311011 × 10¹⁴	2	< 0.1%
7.066875731 × 10¹⁴	2	< 0.1%
6.5249499 × 10¹⁴	2	< 0.1%
4.909321838 × 10¹⁴	2	< 0.1%
1.413614182 × 10¹⁴	2	< 0.1%
Other values (146644)	146915	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.399386122 × 10¹⁰	1	< 0.1%
2.670689726 × 10¹⁰	1	< 0.1%
3.190666877 × 10¹⁰	1	< 0.1%
3.632923104 × 10¹⁰	1	< 0.1%
3.908906454 × 10¹⁰	1	< 0.1%
5.128484196 × 10¹⁰	1	< 0.1%
5.352412968 × 10¹⁰	1	< 0.1%
5.542927796 × 10¹⁰	1	< 0.1%
5.720819458 × 10¹⁰	1	< 0.1%
6.222515530 × 10¹⁰	1	< 0.1%

Value	Count	Frequency (%)
9.999418577 × 10¹⁴	1	< 0.1%
9.99932782 × 10¹⁴	1	< 0.1%
9.999245884 × 10¹⁴	1	< 0.1%
9.999238119 × 10¹⁴	1	< 0.1%
9.999227113 × 10¹⁴	1	< 0.1%
9.998948164 × 10¹⁴	1	< 0.1%
9.998652654 × 10¹⁴	1	< 0.1%
9.998608568 × 10¹⁴	1	< 0.1%
9.998561701 × 10¹⁴	1	< 0.1%
9.998549359 × 10¹⁴	1	< 0.1%

TIPO CE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

HBL	98355
BL	48582

Length

Max length	3
Median length	3
Mean length	2.669368505
Min length	2

Characters and Unicode

Total characters	392229
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	HBL
2nd row	HBL
3rd row	HBL
4th row	HBL
5th row	BL

Common Values

Value	Count	Frequency (%)
HBL	98355	66.9%
BL	48582	33.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
hbl	98355	66.9%
bl	48582	33.1%

Most occurring characters

Value	Count	Frequency (%)
B	146937	37.5%
L	146937	37.5%
H	98355	25.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	392229	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
B	146937	37.5%
L	146937	37.5%
H	98355	25.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	392229	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
B	146937	37.5%
L	146937	37.5%
H	98355	25.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	392229	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
B	146937	37.5%
L	146937	37.5%
H	98355	25.1%

OEA
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

NAO	141892
sim	5045

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	440811
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NAO
2nd row	NAO
3rd row	NAO
4th row	NAO
5th row	NAO

Common Values

Value	Count	Frequency (%)
NAO	141892	96.6%
sim	5045	3.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nao	141892	96.6%
sim	5045	3.4%

Most occurring characters

Value	Count	Frequency (%)
N	141892	32.2%
A	141892	32.2%
O	141892	32.2%
s	5045	1.1%
i	5045	1.1%
m	5045	1.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	425676	96.6%
Lowercase Letter	15135	3.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	141892	33.3%
A	141892	33.3%
O	141892	33.3%

Lowercase Letter

Value	Count	Frequency (%)
s	5045	33.3%
i	5045	33.3%
m	5045	33.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440811	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	141892	32.2%
A	141892	32.2%
O	141892	32.2%
s	5045	1.1%
i	5045	1.1%
m	5045	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	440811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	141892	32.2%
A	141892	32.2%
O	141892	32.2%
s	5045	1.1%
i	5045	1.1%
m	5045	1.1%

MODALIDADE DESPACHO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

NORMAL	146937

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	881622
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NORMAL
2nd row	NORMAL
3rd row	NORMAL
4th row	NORMAL
5th row	NORMAL

Common Values

Value	Count	Frequency (%)
NORMAL	146937	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
normal	146937	100.0%

Most occurring characters

Value	Count	Frequency (%)
N	146937	16.7%
O	146937	16.7%
R	146937	16.7%
M	146937	16.7%
A	146937	16.7%
L	146937	16.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	881622	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	146937	16.7%
O	146937	16.7%
R	146937	16.7%
M	146937	16.7%
A	146937	16.7%
L	146937	16.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	881622	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	146937	16.7%
O	146937	16.7%
R	146937	16.7%
M	146937	16.7%
A	146937	16.7%
L	146937	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	881622	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	146937	16.7%
O	146937	16.7%
R	146937	16.7%
M	146937	16.7%
A	146937	16.7%
L	146937	16.7%

TIPO DECLARACAO IMPORTACAO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

CONSUMO	146937

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	1028559
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CONSUMO
2nd row	CONSUMO
3rd row	CONSUMO
4th row	CONSUMO
5th row	CONSUMO

Common Values

Value	Count	Frequency (%)
CONSUMO	146937	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
consumo	146937	100.0%

Most occurring characters

Value	Count	Frequency (%)
O	293874	28.6%
C	146937	14.3%
N	146937	14.3%
S	146937	14.3%
U	146937	14.3%
M	146937	14.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1028559	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	293874	28.6%
C	146937	14.3%
N	146937	14.3%
S	146937	14.3%
U	146937	14.3%
M	146937	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1028559	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	293874	28.6%
C	146937	14.3%
N	146937	14.3%
S	146937	14.3%
U	146937	14.3%
M	146937	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1028559	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	293874	28.6%
C	146937	14.3%
N	146937	14.3%
S	146937	14.3%
U	146937	14.3%
M	146937	14.3%

CANAL
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

VERDE	143124
VERMELHO	3104
AMARELO	709

Length

Max length	8
Median length	5
Mean length	5.073024493
Min length	5

Characters and Unicode

Total characters	745415
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	VERDE
2nd row	VERDE
3rd row	VERDE
4th row	VERDE
5th row	VERDE

Common Values

Value	Count	Frequency (%)
VERDE	143124	97.4%
VERMELHO	3104	2.1%
AMARELO	709	0.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
verde	143124	97.4%
vermelho	3104	2.1%
amarelo	709	0.5%

Most occurring characters

Value	Count	Frequency (%)
E	293165	39.3%
R	146937	19.7%
V	146228	19.6%
D	143124	19.2%
M	3813	0.5%
L	3813	0.5%
O	3813	0.5%
H	3104	0.4%
A	1418	0.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	745415	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	293165	39.3%
R	146937	19.7%
V	146228	19.6%
D	143124	19.2%
M	3813	0.5%
L	3813	0.5%
O	3813	0.5%
H	3104	0.4%
A	1418	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	745415	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	293165	39.3%
R	146937	19.7%
V	146228	19.6%
D	143124	19.2%
M	3813	0.5%
L	3813	0.5%
O	3813	0.5%
H	3104	0.4%
A	1418	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	745415	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	293165	39.3%
R	146937	19.7%
V	146228	19.6%
D	143124	19.2%
M	3813	0.5%
L	3813	0.5%
O	3813	0.5%
H	3104	0.4%
A	1418	0.2%

HORAS_EXIG
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	617
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.451758237

Minimum	0
Maximum	8276
Zeros	144302
Zeros (%)	98.2%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	8276
Range	8276
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	80.49773322
Coefficient of variation (CV)	14.76546276
Kurtosis	2721.69521
Mean	5.451758237
Median Absolute Deviation (MAD)	0
Skewness	41.0805902
Sum	801065
Variance	6479.885054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	144302	98.2%
48	41	< 0.1%
25	38	< 0.1%
119	35	< 0.1%
97	33	< 0.1%
24	32	< 0.1%
96	31	< 0.1%
168	31	< 0.1%
120	31	< 0.1%
167	30	< 0.1%
Other values (607)	2333	1.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144302	98.2%
1	15	< 0.1%
2	17	< 0.1%
3	13	< 0.1%
4	19	< 0.1%
5	7	< 0.1%
6	12	< 0.1%
7	5	< 0.1%
8	2	< 0.1%
13	1	< 0.1%

Value	Count	Frequency (%)
8276	1	< 0.1%
7919	1	< 0.1%
7104	1	< 0.1%
5160	1	< 0.1%
4890	1	< 0.1%
4581	1	< 0.1%
4487	1	< 0.1%
4368	1	< 0.1%
4150	1	< 0.1%
4102	1	< 0.1%

QTDE HORAS DESPACHO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	55827
Distinct (%)	38.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.46764215

Minimum	0
Maximum	9164.244167
Zeros	18008
Zeros (%)	12.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.749444444
median	8.075555556
Q3	19.79194444
95-th percentile	67.28072222
Maximum	9164.244167
Range	9164.244167
Interquartile range (IQR)	15.0425

Descriptive statistics

Standard deviation	98.97582421
Coefficient of variation (CV)	4.405260844
Kurtosis	2247.159796
Mean	22.46764215
Median Absolute Deviation (MAD)	8.075555556
Skewness	35.38608492
Sum	3301327.934
Variance	9796.213777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18008	12.3%
0.0002777777778	3353	2.3%
0.0005555555556	287	0.2%
0.0008333333333	104	0.1%
0.001111111111	42	< 0.1%
0.001388888889	27	< 0.1%
0.001666666667	18	< 0.1%
0.001944444444	13	< 0.1%
6.208055556	13	< 0.1%
6.2425	12	< 0.1%
Other values (55817)	125060	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18008	12.3%
0.0002777777778	3353	2.3%
0.0005555555556	287	0.2%
0.0008333333333	104	0.1%
0.001111111111	42	< 0.1%
0.001388888889	27	< 0.1%
0.001666666667	18	< 0.1%
0.001944444444	13	< 0.1%
0.002222222222	7	< 0.1%
0.0025	4	< 0.1%

Value	Count	Frequency (%)
9164.244167	1	< 0.1%
8970.294167	1	< 0.1%
8823.416111	1	< 0.1%
7131.262222	1	< 0.1%
7056.118889	1	< 0.1%
6219.0325	1	< 0.1%
5306.23	1	< 0.1%
4732.201111	1	< 0.1%
4610.023611	1	< 0.1%
4512.003611	1	< 0.1%

QTDE HORAS PRESENCA
Real number (ℝ_≥0)

SKEWED

Distinct	7176
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.06728232

Minimum	0
Maximum	5516.55
Zeros	14
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	4.266666667
Q1	12.45
median	24.05
Q3	43.68333333
95-th percentile	73.4
Maximum	5516.55
Range	5516.55
Interquartile range (IQR)	31.23333333

Descriptive statistics

Standard deviation	45.80945371
Coefficient of variation (CV)	1.428541816
Kurtosis	2832.011486
Mean	32.06728232
Median Absolute Deviation (MAD)	14.21666667
Skewness	35.44132498
Sum	4711870.263
Variance	2098.506049
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.23333333	306	0.2%
10.86666667	292	0.2%
14.71666667	257	0.2%
10.85	253	0.2%
20.53333333	237	0.2%
39.48333333	227	0.2%
12.36666667	227	0.2%
13.75	226	0.2%
19.5	217	0.1%
13.53333333	211	0.1%
Other values (7166)	144484	98.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	< 0.1%
0.01666666667	22	< 0.1%
0.03333333333	18	< 0.1%
0.05	7	< 0.1%
0.06666666667	8	< 0.1%
0.08333333333	5	< 0.1%
0.1	9	< 0.1%
0.1166666667	7	< 0.1%
0.1333333333	7	< 0.1%
0.15	7	< 0.1%

Value	Count	Frequency (%)
5516.55	1	< 0.1%
4007.75	1	< 0.1%
3575	2	< 0.1%
3491.666667	1	< 0.1%
3174.266667	1	< 0.1%
2011.116667	1	< 0.1%
2010.116667	1	< 0.1%
1612	1	< 0.1%
1560.583333	1	< 0.1%
1552.866667	1	< 0.1%

QTDE HORAS DISTRIBUICAO
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	3777
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.789040129

Minimum	0
Maximum	9315.139167
Zeros	143124
Zeros (%)	97.4%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9315.139167
Range	9315.139167
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	29.32191179
Coefficient of variation (CV)	16.38974516
Kurtosis	69558.36049
Mean	1.789040129
Median Absolute Deviation (MAD)	0
Skewness	224.2701601
Sum	262876.1894
Variance	859.7745111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	143124	97.4%
40.0875	2	< 0.1%
90.36472222	2	< 0.1%
17.02111111	2	< 0.1%
40.33583333	2	< 0.1%
5.568055556	2	< 0.1%
26.79361111	2	< 0.1%
41.37277778	2	< 0.1%
25.32416667	2	< 0.1%
89.35361111	2	< 0.1%
Other values (3767)	3795	2.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	143124	97.4%
0.8380555556	1	< 0.1%
1.026666667	1	< 0.1%
1.112777778	2	< 0.1%
1.263055556	1	< 0.1%
1.285	1	< 0.1%
1.348611111	1	< 0.1%
1.452777778	1	< 0.1%
1.481111111	1	< 0.1%
1.481666667	1	< 0.1%

Value	Count	Frequency (%)
9315.139167	1	< 0.1%
2085.431667	1	< 0.1%
1512.597778	1	< 0.1%
1460.642222	1	< 0.1%
956.3880556	1	< 0.1%
736.0536111	1	< 0.1%
692.3322222	1	< 0.1%
617.2094444	1	< 0.1%
573.3652778	1	< 0.1%
497.1872222	1	< 0.1%

QTDE HORAS RECEPCAO
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	3775
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.18233053

Minimum	-0.0002777777778
Maximum	2015.262222
Zeros	143124
Zeros (%)	97.4%
Negative	1
Negative (%)	< 0.1%
Memory size	2.2 MiB

Quantile statistics

Minimum	-0.0002777777778
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2015.262222
Range	2015.2625
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	13.92068677
Coefficient of variation (CV)	11.77393835
Kurtosis	5144.036472
Mean	1.18233053
Median Absolute Deviation (MAD)	0
Skewness	50.11020786
Sum	173728.1011
Variance	193.7855201
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	143124	97.4%
22.86388889	2	< 0.1%
5.565	2	< 0.1%
5.845555556	2	< 0.1%
17.91861111	2	< 0.1%
6.171111111	2	< 0.1%
21.36472222	2	< 0.1%
52.65305556	2	< 0.1%
23.50527778	2	< 0.1%
71.88805556	2	< 0.1%
Other values (3765)	3795	2.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-0.0002777777778	1	< 0.1%
0	143124	97.4%
0.04222222222	1	< 0.1%
0.1011111111	1	< 0.1%
0.1611111111	1	< 0.1%
0.1827777778	1	< 0.1%
0.1922222222	1	< 0.1%
0.2	1	< 0.1%
0.2105555556	1	< 0.1%
0.2477777778	1	< 0.1%

Value	Count	Frequency (%)
2015.262222	1	< 0.1%
1512.518056	1	< 0.1%
1444.3975	1	< 0.1%
939.6027778	1	< 0.1%
719.8755556	1	< 0.1%
675.8158333	1	< 0.1%
616.7816667	1	< 0.1%
473.2227778	1	< 0.1%
459.19	1	< 0.1%
458.4819444	1	< 0.1%

DIA SEMANA
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

SEGUNDA	38222
QUARTA	31062
TERCA	28559
QUINTA	24807
SEXTA	23845
Other values (2)	442

Length

Max length	7
Median length	6
Mean length	5.904217454
Min length	5

Characters and Unicode

Total characters	867548
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SEXTA
2nd row	QUINTA
3rd row	SEGUNDA
4th row	SEXTA
5th row	QUARTA

Common Values

Value	Count	Frequency (%)
SEGUNDA	38222	26.0%
QUARTA	31062	21.1%
TERCA	28559	19.4%
QUINTA	24807	16.9%
SEXTA	23845	16.2%
SABADO	334	0.2%
DOMINGO	108	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
segunda	38222	26.0%
quarta	31062	21.1%
terca	28559	19.4%
quinta	24807	16.9%
sexta	23845	16.2%
sabado	334	0.2%
domingo	108	0.1%

Most occurring characters

Value	Count	Frequency (%)
A	178225	20.5%
T	108273	12.5%
U	94091	10.8%
E	90626	10.4%
N	63137	7.3%
S	62401	7.2%
R	59621	6.9%
Q	55869	6.4%
D	38664	4.5%
G	38330	4.4%
Other values (6)	78311	9.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	867548	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	178225	20.5%
T	108273	12.5%
U	94091	10.8%
E	90626	10.4%
N	63137	7.3%
S	62401	7.2%
R	59621	6.9%
Q	55869	6.4%
D	38664	4.5%
G	38330	4.4%
Other values (6)	78311	9.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	867548	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	178225	20.5%
T	108273	12.5%
U	94091	10.8%
E	90626	10.4%
N	63137	7.3%
S	62401	7.2%
R	59621	6.9%
Q	55869	6.4%
D	38664	4.5%
G	38330	4.4%
Other values (6)	78311	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	867548	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	178225	20.5%
T	108273	12.5%
U	94091	10.8%
E	90626	10.4%
N	63137	7.3%
S	62401	7.2%
R	59621	6.9%
Q	55869	6.4%
D	38664	4.5%
G	38330	4.4%
Other values (6)	78311	9.0%

UNIDADE
Categorical

HIGH CORRELATION

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

817800 - PORTO DE SANTOS	75256
927800 - ITAJAI	19067
917800 - PORTO DE PARANAGUA	12963
927700 - PORTO DE SAO FRANCISCO DO SUL	8802
717600 - PORTO DO RIO DE JANEIRO	8312
Other values (25)	22537

Length

Max length	38
Median length	24
Mean length	24.78111708
Min length	15

Characters and Unicode

Total characters	3641263
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	927800 - ITAJAI
2nd row	817800 - PORTO DE SANTOS
3rd row	817800 - PORTO DE SANTOS
4th row	817800 - PORTO DE SANTOS
5th row	927700 - PORTO DE SAO FRANCISCO DO SUL

Common Values

Value	Count	Frequency (%)
817800 - PORTO DE SANTOS	75256	51.2%
927800 - ITAJAI	19067	13.0%
917800 - PORTO DE PARANAGUA	12963	8.8%
927700 - PORTO DE SAO FRANCISCO DO SUL	8802	6.0%
717600 - PORTO DO RIO DE JANEIRO	8312	5.7%
1017700 - PORTO DE RIO GRANDE	5170	3.5%
727600 - PORTO DE VITORIA	4430	3.0%
417902 - IRF - PORTO DE SUAPE	4115	2.8%
517800 - PORTO DE SALVADOR	3644	2.5%
717800 - PORTO DE ITAGUAI	2034	1.4%
Other values (20)	3144	2.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	153913	20.4%
porto	125059	16.6%
de	124923	16.6%
santos	75256	10.0%
817800	75256	10.0%
itajai	19067	2.5%
927800	19067	2.5%
do	17114	2.3%
rio	13482	1.8%
917800	12963	1.7%
Other values (58)	116918	15.5%

Most occurring characters

Value	Count	Frequency (%)
	606081	16.6%
O	392094	10.8%
0	294887	8.1%
T	227815	6.3%
A	223963	6.2%
8	189128	5.2%
R	188436	5.2%
S	185139	5.1%
7	175600	4.8%
-	153913	4.2%
Other values (28)	1004207	27.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1994341	54.8%
Decimal Number	886928	24.4%
Space Separator	606081	16.6%
Dash Punctuation	153913	4.2%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
O	392094	19.7%
T	227815	11.4%
A	223963	11.2%
R	188436	9.4%
S	185139	9.3%
D	151039	7.6%
E	145374	7.3%
P	142143	7.1%
N	110763	5.6%
I	85992	4.3%
Other values (16)	141583	7.1%

Decimal Number

Value	Count	Frequency (%)
0	294887	33.2%
8	189128	21.3%
7	175600	19.8%
1	119782	13.5%
9	46888	5.3%
2	37587	4.2%
6	12962	1.5%
4	4198	0.5%
5	3979	0.4%
3	1917	0.2%

Space Separator

Value	Count	Frequency (%)
	606081	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	153913	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1994341	54.8%
Common	1646922	45.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	392094	19.7%
T	227815	11.4%
A	223963	11.2%
R	188436	9.4%
S	185139	9.3%
D	151039	7.6%
E	145374	7.3%
P	142143	7.1%
N	110763	5.6%
I	85992	4.3%
Other values (16)	141583	7.1%

Common

Value	Count	Frequency (%)
	606081	36.8%
0	294887	17.9%
8	189128	11.5%
7	175600	10.7%
-	153913	9.3%
1	119782	7.3%
9	46888	2.8%
2	37587	2.3%
6	12962	0.8%
4	4198	0.3%
Other values (2)	5896	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3640648	> 99.9%
Latin 1 Sup	615	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	606081	16.6%
O	392094	10.8%
0	294887	8.1%
T	227815	6.3%
A	223963	6.2%
8	189128	5.2%
R	188436	5.2%
S	185139	5.1%
7	175600	4.8%
-	153913	4.2%
Other values (24)	1003592	27.6%

Latin 1 Sup

Value	Count	Frequency (%)
É	563	91.5%
Ã	25	4.1%
Í	25	4.1%
Á	2	0.3%

RECINTO
Categorical

HIGH CARDINALITY

Distinct	123
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

9801303 - TCP - TERMINAL DE CONTEINERES DE PARANAGUA S/A	12258
8931356 - INST. PORTUARIA PUBLICA - SANTOS BRASIL PARTCIPAÇÕES SA	11230
8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	10321
9101602 - INST. PORT. FLUVIAL DE USO PRIVAT. MISTO_- PORTONAVE S/A	7945
8931359 - BRASIL TERMINAL PORTUÁRIO S/A	7765
Other values (118)	97418

Length

Max length	70
Median length	64
Mean length	57.91469133
Min length	24

Characters and Unicode

Total characters	8509811
Distinct characters	60
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	9101401 - INST.PORT.MAR.ALF.USO PRIVATIVO MISTO-APM TERMINALS ITAJAÍ S
2nd row	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP
3rd row	8931339 - ECOPORTO SANTOS S.A. (PáTIO 2)
4th row	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP
5th row	9981403 - ITAPOÁ TERMINAIS PORTUÁRIOS S/A

Common Values

Value	Count	Frequency (%)
9801303 - TCP - TERMINAL DE CONTEINERES DE PARANAGUA S/A	12258	8.3%
8931356 - INST. PORTUARIA PUBLICA - SANTOS BRASIL PARTCIPAÇÕES SA	11230	7.6%
8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	10321	7.0%
9101602 - INST. PORT. FLUVIAL DE USO PRIVAT. MISTO_- PORTONAVE S/A	7945	5.4%
8931359 - BRASIL TERMINAL PORTUÁRIO S/A	7765	5.3%
9981403 - ITAPOÁ TERMINAIS PORTUÁRIOS S/A	7415	5.0%
8933204 - SANTOS BRASIL LOGÍSTICA S/A	6855	4.7%
8931304 - INSTAL.PORT.MAR.- USO PRIV. - TERMARES TER.MAR.ESPECIALIZADO	5646	3.8%
8931342 - INST.PORT.MAR.ALF.USO PUBLICO-MARIMEX LTDA.-ARM.XXIV/PVP-SAN	5622	3.8%
8931339 - ECOPORTO SANTOS S.A. (PáTIO 2)	5192	3.5%
Other values (113)	66688	45.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	201809	18.0%
s/a	55731	5.0%
de	43175	3.9%
inst.port.mar.alf.uso	30626	2.7%
brasil	29538	2.6%
santos	26748	2.4%
terminal	20731	1.9%
inst	20621	1.8%
uso	18716	1.7%
sa	14909	1.3%
Other values (446)	656416	58.7%

Most occurring characters

Value	Count	Frequency (%)
	972083	11.4%
A	727159	8.5%
R	538806	6.3%
S	520970	6.1%
I	507974	6.0%
T	500734	5.9%
O	485579	5.7%
.	377695	4.4%
P	345754	4.1%
E	325684	3.8%
Other values (50)	3207373	37.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	5675461	66.7%
Decimal Number	1034042	12.2%
Space Separator	972083	11.4%
Other Punctuation	471795	5.5%
Dash Punctuation	316771	3.7%
Lowercase Letter	17122	0.2%
Connector Punctuation	8107	0.1%
Open Punctuation	7215	0.1%
Close Punctuation	7215	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	727159	12.8%
R	538806	9.5%
S	520970	9.2%
I	507974	9.0%
T	500734	8.8%
O	485579	8.6%
P	345754	6.1%
E	325684	5.7%
N	286349	5.0%
L	280024	4.9%
Other values (23)	1156428	20.4%

Decimal Number

Value	Count	Frequency (%)
3	237062	22.9%
9	176315	17.1%
1	174252	16.9%
0	144200	13.9%
8	99797	9.7%
2	66257	6.4%
4	58579	5.7%
5	31704	3.1%
6	30150	2.9%
7	15726	1.5%

Lowercase Letter

Value	Count	Frequency (%)
á	11507	67.2%
ù	3573	20.9%
í	1121	6.5%
ú	870	5.1%
â	37	0.2%
ç	4	< 0.1%
é	4	< 0.1%
ó	4	< 0.1%
õ	2	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	377695	80.1%
/	92351	19.6%
,	1749	0.4%

Space Separator

Value	Count	Frequency (%)
	972083	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	316771	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7215	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7215	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	8107	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5692583	66.9%
Common	2817228	33.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	727159	12.8%
R	538806	9.5%
S	520970	9.2%
I	507974	8.9%
T	500734	8.8%
O	485579	8.5%
P	345754	6.1%
E	325684	5.7%
N	286349	5.0%
L	280024	4.9%
Other values (32)	1173550	20.6%

Common

Value	Count	Frequency (%)
	972083	34.5%
.	377695	13.4%
-	316771	11.2%
3	237062	8.4%
9	176315	6.3%
1	174252	6.2%
0	144200	5.1%
8	99797	3.5%
/	92351	3.3%
2	66257	2.4%
Other values (8)	160445	5.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8412054	98.9%
Latin 1 Sup	97757	1.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	972083	11.6%
A	727159	8.6%
R	538806	6.4%
S	520970	6.2%
I	507974	6.0%
T	500734	6.0%
O	485579	5.8%
.	377695	4.5%
P	345754	4.1%
E	325684	3.9%
Other values (34)	3109616	37.0%

Latin 1 Sup

Value	Count	Frequency (%)
Á	23256	23.8%
Í	18974	19.4%
Ç	18789	19.2%
á	11507	11.8%
Õ	11412	11.7%
Ã	5743	5.9%
ù	3573	3.7%
É	2460	2.5%
í	1121	1.1%
ú	870	0.9%
Other values (6)	52	0.1%

QTDE LI DECEX
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	109
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7231874885

Minimum	0
Maximum	397
Zeros	114202
Zeros (%)	77.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	397
Range	397
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.043238402
Coefficient of variation (CV)	5.590857787
Kurtosis	1532.8965
Mean	0.7231874885
Median Absolute Deviation (MAD)	0
Skewness	27.48725362
Sum	106263
Variance	16.34777677
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	114202	77.7%
1	18041	12.3%
2	6626	4.5%
3	2039	1.4%
4	1772	1.2%
5	750	0.5%
6	666	0.5%
7	378	0.3%
8	358	0.2%
9	239	0.2%
Other values (99)	1866	1.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	114202	77.7%
1	18041	12.3%
2	6626	4.5%
3	2039	1.4%
4	1772	1.2%
5	750	0.5%
6	666	0.5%
7	378	0.3%
8	358	0.2%
9	239	0.2%

Value	Count	Frequency (%)
397	1	< 0.1%
321	1	< 0.1%
305	1	< 0.1%
205	1	< 0.1%
195	1	< 0.1%
190	1	< 0.1%
185	1	< 0.1%
172	1	< 0.1%
167	1	< 0.1%
156	2	< 0.1%

QTDE LI INMETRO
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1455725923

Minimum	0
Maximum	119
Zeros	138616
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	119
Range	119
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.164377653
Coefficient of variation (CV)	7.998604918
Kurtosis	1356.398048
Mean	0.1455725923
Median Absolute Deviation (MAD)	0
Skewness	26.20538091
Sum	21390
Variance	1.355775319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	138616	94.3%
1	5073	3.5%
2	1329	0.9%
3	539	0.4%
4	338	0.2%
5	222	0.2%
6	169	0.1%
7	105	0.1%
8	102	0.1%
9	73	< 0.1%
Other values (43)	371	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	138616	94.3%
1	5073	3.5%
2	1329	0.9%
3	539	0.4%
4	338	0.2%
5	222	0.2%
6	169	0.1%
7	105	0.1%
8	102	0.1%
9	73	< 0.1%

Value	Count	Frequency (%)
119	1	< 0.1%
71	1	< 0.1%
62	1	< 0.1%
58	1	< 0.1%
56	1	< 0.1%
54	1	< 0.1%
49	1	< 0.1%
48	3	< 0.1%
47	1	< 0.1%
46	1	< 0.1%

QTDE LI ANVISA
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	45
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09521087269

Minimum	0
Maximum	65
Zeros	140023
Zeros (%)	95.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	65
Range	65
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8581705471
Coefficient of variation (CV)	9.013367096
Kurtosis	1303.201944
Mean	0.09521087269
Median Absolute Deviation (MAD)	0
Skewness	29.47481487
Sum	13990
Variance	0.7364566879
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	140023	95.3%
1	4860	3.3%
2	993	0.7%
3	391	0.3%
4	193	0.1%
5	97	0.1%
6	81	0.1%
7	63	< 0.1%
8	38	< 0.1%
9	32	< 0.1%
Other values (35)	166	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	140023	95.3%
1	4860	3.3%
2	993	0.7%
3	391	0.3%
4	193	0.1%
5	97	0.1%
6	81	0.1%
7	63	< 0.1%
8	38	< 0.1%
9	32	< 0.1%

Value	Count	Frequency (%)
65	1	< 0.1%
54	1	< 0.1%
51	1	< 0.1%
50	1	< 0.1%
48	1	< 0.1%
45	2	< 0.1%
44	1	< 0.1%
42	3	< 0.1%
41	3	< 0.1%
39	1	< 0.1%

QTDE LI IBAMA
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	23
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0210158095

Minimum	0
Maximum	26
Zeros	144927
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	26
Range	26
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2934965859
Coefficient of variation (CV)	13.9655142
Kurtosis	2079.00458
Mean	0.0210158095
Median Absolute Deviation (MAD)	0
Skewness	37.77644084
Sum	3088
Variance	0.08614024596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	144927	98.6%
1	1689	1.1%
2	151	0.1%
3	47	< 0.1%
4	36	< 0.1%
5	20	< 0.1%
7	13	< 0.1%
8	10	< 0.1%
10	10	< 0.1%
6	7	< 0.1%
Other values (13)	27	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144927	98.6%
1	1689	1.1%
2	151	0.1%
3	47	< 0.1%
4	36	< 0.1%
5	20	< 0.1%
6	7	< 0.1%
7	13	< 0.1%
8	10	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
26	1	< 0.1%
24	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
17	2	< 0.1%
16	3	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	3	< 0.1%

QTDE LI MAPA
Real number (ℝ_≥0)

ZEROS

Distinct	20
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.09887230582

Minimum	0
Maximum	21
Zeros	135675
Zeros (%)	92.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4328168478
Coefficient of variation (CV)	4.37753367
Kurtosis	232.6844441
Mean	0.09887230582
Median Absolute Deviation (MAD)	0
Skewness	10.42369902
Sum	14528
Variance	0.1873304237
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	135675	92.3%
1	9498	6.5%
2	1029	0.7%
3	438	0.3%
4	153	0.1%
5	52	< 0.1%
6	31	< 0.1%
7	18	< 0.1%
8	11	< 0.1%
10	9	< 0.1%
Other values (10)	23	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	135675	92.3%
1	9498	6.5%
2	1029	0.7%
3	438	0.3%
4	153	0.1%
5	52	< 0.1%
6	31	< 0.1%
7	18	< 0.1%
8	11	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	4	< 0.1%
13	2	< 0.1%
12	5	< 0.1%
11	1	< 0.1%
10	9	< 0.1%

QTDE LI MCT
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.004008520659

Minimum	0
Maximum	10
Zeros	146438
Zeros (%)	99.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0805193143
Coefficient of variation (CV)	20.08703987
Kurtosis	3691.035943
Mean	0.004008520659
Median Absolute Deviation (MAD)	0
Skewness	42.57275678
Sum	589
Variance	0.006483359975
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	146438	99.7%
1	442	0.3%
2	42	< 0.1%
3	9	< 0.1%
4	4	< 0.1%
10	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146438	99.7%
1	442	0.3%
2	42	< 0.1%
3	9	< 0.1%
4	4	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
10	2	< 0.1%
4	4	< 0.1%
3	9	< 0.1%
2	42	< 0.1%
1	442	0.3%
0	146438	99.7%

QTDE LI ANP
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.02404431831

Minimum	0
Maximum	22
Zeros	144485
Zeros (%)	98.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	22
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2717889719
Coefficient of variation (CV)	11.30366719
Kurtosis	1754.497834
Mean	0.02404431831
Median Absolute Deviation (MAD)	0
Skewness	32.69117292
Sum	3533
Variance	0.07386924527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	144485	98.3%
1	2000	1.4%
2	244	0.2%
3	90	0.1%
4	54	< 0.1%
5	21	< 0.1%
6	14	< 0.1%
9	4	< 0.1%
7	4	< 0.1%
13	3	< 0.1%
Other values (11)	18	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144485	98.3%
1	2000	1.4%
2	244	0.2%
3	90	0.1%
4	54	< 0.1%
5	21	< 0.1%
6	14	< 0.1%
7	4	< 0.1%
8	1	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
22	1	< 0.1%
20	2	< 0.1%
18	2	< 0.1%
17	1	< 0.1%
16	2	< 0.1%
15	3	< 0.1%
14	1	< 0.1%
13	3	< 0.1%
12	1	< 0.1%
11	1	< 0.1%

QTDE LI DPF
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.004512137855

Minimum	0
Maximum	11
Zeros	146350
Zeros (%)	99.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	11
Range	11
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08299042018
Coefficient of variation (CV)	18.39270493
Kurtosis	3327.685244
Mean	0.004512137855
Median Absolute Deviation (MAD)	0
Skewness	39.95062258
Sum	663
Variance	0.006887409842
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	146350	99.6%
1	546	0.4%
2	28	< 0.1%
3	6	< 0.1%
5	2	< 0.1%
4	2	< 0.1%
11	1	< 0.1%
8	1	< 0.1%
6	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146350	99.6%
1	546	0.4%
2	28	< 0.1%
3	6	< 0.1%
4	2	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
8	1	< 0.1%
6	1	< 0.1%
5	2	< 0.1%
4	2	< 0.1%
3	6	< 0.1%
2	28	< 0.1%
1	546	0.4%
0	146350	99.6%

QTDE LI CNEN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

0.0	146871
1.0	49
2.0	13
3.0	3
4.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	440811
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	146871	> 99.9%
1.0	49	< 0.1%
2.0	13	< 0.1%
3.0	3	< 0.1%
4.0	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	146871	> 99.9%
1.0	49	< 0.1%
2.0	13	< 0.1%
3.0	3	< 0.1%
4.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	293808	66.7%
.	146937	33.3%
1	49	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	293874	66.7%
Other Punctuation	146937	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	293808	> 99.9%
1	49	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	146937	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	440811	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	293808	66.7%
.	146937	33.3%
1	49	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	440811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	293808	66.7%
.	146937	33.3%
1	49	< 0.1%
2	13	< 0.1%
3	3	< 0.1%
4	1	< 0.1%

QTDE LI CNPQ
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0003266706139

Minimum	0
Maximum	17
Zeros	146922
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.05925897641
Coefficient of variation (CV)	181.4028378
Kurtosis	67446.58463
Mean	0.0003266706139
Median Absolute Deviation (MAD)	0
Skewness	253.1208078
Sum	48
Variance	0.003511626285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	146922	> 99.9%
1	11	< 0.1%
14	1	< 0.1%
4	1	< 0.1%
17	1	< 0.1%
2	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146922	> 99.9%
1	11	< 0.1%
2	1	< 0.1%
4	1	< 0.1%
14	1	< 0.1%
17	1	< 0.1%

Value	Count	Frequency (%)
17	1	< 0.1%
14	1	< 0.1%
4	1	< 0.1%
2	1	< 0.1%
1	11	< 0.1%
0	146922	> 99.9%

QTDE LI DFPC
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00773120453

Minimum	0
Maximum	20
Zeros	146186
Zeros (%)	99.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	20
Range	20
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1468628345
Coefficient of variation (CV)	18.99611295
Kurtosis	4042.113314
Mean	0.00773120453
Median Absolute Deviation (MAD)	0
Skewness	47.02800142
Sum	1136
Variance	0.02156869216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
0	146186	99.5%
1	559	0.4%
2	116	0.1%
3	40	< 0.1%
5	12	< 0.1%
4	10	< 0.1%
6	6	< 0.1%
10	3	< 0.1%
7	1	< 0.1%
15	1	< 0.1%
Other values (3)	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	146186	99.5%
1	559	0.4%
2	116	0.1%
3	40	< 0.1%
4	10	< 0.1%
5	12	< 0.1%
6	6	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
15	1	< 0.1%
10	3	< 0.1%
9	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
6	6	< 0.1%
5	12	< 0.1%
4	10	< 0.1%
3	40	< 0.1%

QTDE LI BB
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

0.0	146909
1.0	24
2.0	3
5.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	440811
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	146909	> 99.9%
1.0	24	< 0.1%
2.0	3	< 0.1%
5.0	1	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	146909	> 99.9%
1.0	24	< 0.1%
2.0	3	< 0.1%
5.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	293846	66.7%
.	146937	33.3%
1	24	< 0.1%
2	3	< 0.1%
5	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	293874	66.7%
Other Punctuation	146937	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	293846	> 99.9%
1	24	< 0.1%
2	3	< 0.1%
5	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	146937	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	440811	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	293846	66.7%
.	146937	33.3%
1	24	< 0.1%
2	3	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	440811	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	293846	66.7%
.	146937	33.3%
1	24	< 0.1%
2	3	< 0.1%
5	1	< 0.1%

QTDE LI DEF POS REGISTRO
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	78
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2037539898

Minimum	0
Maximum	312
Zeros	134599
Zeros (%)	91.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	312
Range	312
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.907656815
Coefficient of variation (CV)	9.3625495
Kurtosis	5907.312812
Mean	0.2037539898
Median Absolute Deviation (MAD)	0
Skewness	53.25683433
Sum	29939
Variance	3.639154525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	134599	91.6%
1	8571	5.8%
2	1614	1.1%
3	701	0.5%
4	396	0.3%
5	209	0.1%
6	157	0.1%
7	101	0.1%
8	84	0.1%
10	62	< 0.1%
Other values (68)	443	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	134599	91.6%
1	8571	5.8%
2	1614	1.1%
3	701	0.5%
4	396	0.3%
5	209	0.1%
6	157	0.1%
7	101	0.1%
8	84	0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
312	1	< 0.1%
144	1	< 0.1%
136	1	< 0.1%
121	1	< 0.1%
118	1	< 0.1%
107	1	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	1	< 0.1%
76	1	< 0.1%

TRANSITO
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

0	146937

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	146937
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	146937	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	146937	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	146937	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	146937	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	146937	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	146937	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	146937	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	146937	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	146937	100.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	ID DI	TIPO CE	OEA	MODALIDADE DESPACHO	TIPO DECLARACAO IMPORTACAO	CANAL	QTDE HORAS DESPACHO	QTDE HORAS PRESENCA	DIA SEMANA	UNIDADE	RECINTO	QTDE LI INMETRO	QTDE LI ANVISA
0	100010123323450	HBL	NAO	NORMAL	CONSUMO	VERDE	6.199444	12.200000	SEXTA	927800 - ITAJAI	9101401 - INST.PORT.MAR.ALF.USO PRIVATIVO MISTO-APM TERMINALS ITAJAÍ S	0.0	0.0
1	10001863024225	HBL	NAO	NORMAL	CONSUMO	VERDE	21.353056	241.616667	QUINTA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
2	100031430658855	HBL	NAO	NORMAL	CONSUMO	VERDE	8.811111	40.150000	SEGUNDA	817800 - PORTO DE SANTOS	8931339 - ECOPORTO SANTOS S.A. (PáTIO 2)	0.0	0.0
3	100031604383988	HBL	NAO	NORMAL	CONSUMO	VERDE	5.201389	34.183333	SEXTA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
4	100036615433154	BL	NAO	NORMAL	CONSUMO	VERDE	0.000000	8.900000	QUARTA	927700 - PORTO DE SAO FRANCISCO DO SUL	9981403 - ITAPOÁ TERMINAIS PORTUÁRIOS S/A	1.0	0.0
5	100039399587186	HBL	NAO	NORMAL	CONSUMO	VERDE	21.500556	45.583333	SEGUNDA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
6	100044274740765	HBL	NAO	NORMAL	CONSUMO	VERDE	7.770278	61.316667	SEXTA	817800 - PORTO DE SANTOS	8931342 - INST.PORT.MAR.ALF.USO PUBLICO-MARIMEX LTDA.-ARM.XXIV/PVP-SAN	0.0	0.0
7	100046369420239	HBL	NAO	NORMAL	CONSUMO	VERDE	3.459444	20.533333	SEXTA	717600 - PORTO DO RIO DE JANEIRO	7921303 - INST.PORT.MAR.ALF.USO PUBL.CONS.MULT RIO-T.II-PORTO RJ	0.0	1.0
8	10006175524431	HBL	NAO	NORMAL	CONSUMO	VERDE	6.206111	45.566667	QUINTA	817800 - PORTO DE SANTOS	8931304 - INSTAL.PORT.MAR.- USO PRIV. - TERMARES TER.MAR.ESPECIALIZADO	0.0	0.0
9	100061895025942	BL	NAO	NORMAL	CONSUMO	VERDE	19.878611	4.933333	TERCA	927700 - PORTO DE SAO FRANCISCO DO SUL	9981403 - ITAPOÁ TERMINAIS PORTUÁRIOS S/A	0.0	0.0

Last rows

	ID DI	TIPO CE	OEA	MODALIDADE DESPACHO	TIPO DECLARACAO IMPORTACAO	CANAL	QTDE HORAS DESPACHO	QTDE HORAS PRESENCA	DIA SEMANA	UNIDADE	RECINTO	QTDE LI DECEX	QTDE LI MAPA
146927	999856170089626	BL	NAO	NORMAL	CONSUMO	VERDE	5.646667	58.883333	TERCA	927800 - ITAJAI	9101604 - INST. PORT. FLUVIAL DE USO PRIV. POLY TERMINAIS PORTUARIO	0.0	0.0
146928	999860856826022	BL	NAO	NORMAL	CONSUMO	VERDE	2.210000	39.850000	QUARTA	1017700 - PORTO DE RIO GRANDE	301304 - INST.PORT.MAR.ALF.USO PUBLICO-TECON RIO GRANDE-RIO GRANDE/RS	0.0	0.0
146929	999865265433986	HBL	NAO	NORMAL	CONSUMO	VERDE	19.907500	33.216667	SEGUNDA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
146930	999894816407042	HBL	NAO	NORMAL	CONSUMO	VERDE	0.000278	34.033333	TERCA	817800 - PORTO DE SANTOS	8933204 - SANTOS BRASIL LOGÍSTICA S/A	0.0	0.0
146931	999922711337785	HBL	NAO	NORMAL	CONSUMO	VERDE	19.515278	15.633333	QUINTA	917800 - PORTO DE PARANAGUA	9801303 - TCP - TERMINAL DE CONTEINERES DE PARANAGUA S/A	0.0	1.0
146932	999923811895159	BL	NAO	NORMAL	CONSUMO	VERDE	3.909722	17.316667	QUINTA	517800 - PORTO DE SALVADOR	5921302 - INST.PORT.MAR.ALF.USO PUBL.TECOM SALVADOR - PORTO SALVADOR/B	1.0	0.0
146933	999924588419181	HBL	NAO	NORMAL	CONSUMO	VERDE	6.420278	36.183333	QUINTA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
146934	99993133422958	HBL	NAO	NORMAL	CONSUMO	VERDE	5.353889	50.833333	SEXTA	917800 - PORTO DE PARANAGUA	9801303 - TCP - TERMINAL DE CONTEINERES DE PARANAGUA S/A	0.0	0.0
146935	999932782039099	HBL	NAO	NORMAL	CONSUMO	VERDE	19.334167	27.700000	SEGUNDA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0
146936	999941857682723	HBL	NAO	NORMAL	CONSUMO	VERDE	1.337500	12.700000	SEGUNDA	1017700 - PORTO DE RIO GRANDE	301304 - INST.PORT.MAR.ALF.USO PUBLICO-TECON RIO GRANDE-RIO GRANDE/RS	0.0	0.0

Most frequently occurring

	ID DI	TIPO CE	OEA	MODALIDADE DESPACHO	TIPO DECLARACAO IMPORTACAO	CANAL	QTDE HORAS DESPACHO	QTDE HORAS PRESENCA	DIA SEMANA	UNIDADE	RECINTO	QTDE LI DECEX	QTDE LI INMETRO	# duplicates
35	94984817196347	BL	NAO	NORMAL	CONSUMO	VERDE	19.063889	25.066667	SEGUNDA	817800 - PORTO DE SANTOS	8931342 - INST.PORT.MAR.ALF.USO PUBLICO-MARIMEX LTDA.-ARM.XXIV/PVP-SAN	0.0	0.0	3
211	730411921571154	BL	NAO	NORMAL	CONSUMO	VERDE	0.000000	17.450000	TERCA	817800 - PORTO DE SANTOS	8931309 - INST.PORT.MAR.ALF. - USO PùBLICO - LOCALFRIO SA	3.0	0.0	3
0	2679067020955	HBL	NAO	NORMAL	CONSUMO	VERDE	19.657778	25.116667	QUINTA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	2.0	2
1	4123882472109	HBL	NAO	NORMAL	CONSUMO	VERDE	6.178056	50.883333	QUARTA	817800 - PORTO DE SANTOS	8931319 - INST.PORT.MAR.ALF-USO PUBL.CIA.BANDERANTES-PT.DE SANTOS/SP	0.0	0.0	2
2	6136276358940	HBL	NAO	NORMAL	CONSUMO	VERDE	7.888889	55.016667	QUARTA	817800 - PORTO DE SANTOS	8931339 - ECOPORTO SANTOS S.A. (PáTIO 2)	0.0	0.0	2
3	6609983543864	HBL	NAO	NORMAL	CONSUMO	VERDE	19.158611	28.100000	QUINTA	817800 - PORTO DE SANTOS	8931318 - ECOPORTO SANTOS S/A (PáTIO 1)	0.0	0.0	2
4	9718850214775	BL	NAO	NORMAL	CONSUMO	VERDE	21.142500	54.916667	SEGUNDA	817800 - PORTO DE SANTOS	8933202 - EUDMARCO S/A SERVIÇOS E COMÉRCIO INTERNACIONAL	0.0	0.0	2
5	10028191478127	HBL	NAO	NORMAL	CONSUMO	VERDE	7.245833	27.716667	QUINTA	817800 - PORTO DE SANTOS	8931339 - ECOPORTO SANTOS S.A. (PáTIO 2)	0.0	0.0	2
6	16438134532270	HBL	NAO	NORMAL	CONSUMO	VERDE	6.360278	36.250000	TERCA	817800 - PORTO DE SANTOS	8931304 - INSTAL.PORT.MAR.- USO PRIV. - TERMARES TER.MAR.ESPECIALIZADO	0.0	2.0	2
7	18330465935412	HBL	NAO	NORMAL	CONSUMO	VERDE	7.546111	18.450000	SEXTA	817800 - PORTO DE SANTOS	8931318 - ECOPORTO SANTOS S/A (PáTIO 1)	0.0	0.0	2

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block